{"id":"W2789917544","doi":"10.1097/pec.0000000000001394","title":"Childhood Drowning","year":2018,"lang":"en","type":"article","venue":"Pediatric Emergency Care","topic":"Injury Epidemiology and Prevention","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Hospital for Sick Children","funders":"","keywords":"Medicine; Near Drowning; Cardiopulmonary resuscitation; Retrospective cohort study; Poison control; Pediatrics; Injury prevention; Emergency medicine; Intensive care unit; Cohort; Emergency department; Intensive care; Resuscitation; Medical emergency; Surgery; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001339177,0.000438759,0.000301257,0.0005533501,0.0007081233,0.000501105,0.0002571099,0.0002982216,0.007394729],"category_scores_gemma":[0.0009001996,0.0001626452,0.0004715757,0.0007148491,0.000260744,0.000426046,0.0008302159,0.0006866382,0.0008475851],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005017462,"about_ca_system_score_gemma":0.0006519445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007067585,"about_ca_topic_score_gemma":0.007989359,"domain_scores_codex":[0.9997208,0.00002184918,0.0000289082,0.00005170688,0.00006312595,0.0001135365],"domain_scores_gemma":[0.9994708,0.0000315139,0.0002879951,0.00002561693,0.00006951208,0.0001146856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004787483,0.00003514145,0.9724579,0.0001486376,0.00005779518,0.00540636,0.0003755964,0.0001400823,0.0005598494,0.0003674101,0.0030365,0.01736689],"study_design_scores_gemma":[0.000007213858,0.000128556,0.9571592,0.0002740138,0.00004049551,0.03117045,0.001107037,0.0001249213,0.0003873597,0.0001773942,0.009412975,0.00001045211],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.977481,0.004396588,0.0007981775,0.0004984306,0.0001663371,0.00008887748,0.002565164,0.00007444569,0.01393105],"genre_scores_gemma":[0.989325,0.0044171,0.0005980281,0.0003399949,0.00005570118,0.00004275656,0.002773745,0.00001427295,0.002433394],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007394729,"threshold_uncertainty_score":0.02473783,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348392873016457,"score_gpt":0.3137279068698135,"score_spread":0.3002439781396489,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}